Essays about: "SMOTE"

Showing result 16 - 20 of 33 essays containing the word SMOTE.

  1. 16. Trampoline jump classification using sparse data in machine learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Fredrik Bitén; [2021]
    Keywords : ;

    Abstract : Within the last few years, machine learning has grown rapidly and become widely used when classifying data from inertial measurement units (IMU). Sensor data, and in particular accelerometer data, are used in different types of trick classifications for various sporting exercises. READ MORE

  3. 17. Flight Sorting Algorithm Based on Users’ Behaviour

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Qingyan Ben; [2021]
    Keywords : Ranking systems; recommendation systems; machine learning; deep learning; data balance; Rankningssystem; rekommendationssystem; maskininlärning; djupinlärning; databalans;

    Abstract : The model predicts the best flight order and recommend best flight to users. The thesis could be divided into the following three parts: Feature choosing, data-preprocessing, and various algorithms experiment. READ MORE

  4. 18. Customer churn prediction using machine learning : A study in the B2B subscription based service context

    University essay from Blekinge Tekniska Högskola

    Author : Yasin Osman; Benjamin Ghaffari; [2021]
    Keywords : Customer churning; Machine Learning; business-to-business; subscription-based companies.;

    Abstract : The rapid growth of technological infrastructure has changed the way companies do business. Subscription based services are one of the outcomes of the ongoing digitalization, and with more and more products and services to choose from, customer churning has become a major problem and a threat to all firms. READ MORE

  5. 19. Experimental Research on a Continuous Integrating pipeline with a Machine Learning approach : Master Thesis done in collaboration with Electronic Arts

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sigrún Arna Sigurdardóttir; [2021]
    Keywords : Machine Learning; Continuous Integration; Builds; Prediction; dataset; Code Change; Data Analysis; Maskininlärning; Kontinuerlig Integration; Byggnader; Förutsägelse; Datamängd; Kodändring; Dataanalys;

    Abstract : Time-consuming code builds within the Continuous Integration pipeline is a common problem in today’s software industry. With fast-evolving trends and technologies, Machine Learning has become a more popular approach to tackle and solve real problems within the software industry. READ MORE

  6. 20. Automatic Classification of Snow Particles

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Emma Axebrink; [2021]
    Keywords : Snow particles; Automatic Classification; CNN;

    Abstract : The simplest form of a snow particle is a hexagonal prism which can grow into a stellar crystal by growing branches from the six corners of the prism. The snow particle is affected by the temperature and supersaturation in the air, giving its unique form. Manual classification of snow particles based on shape is tedious work. READ MORE